We’re also enabling newer AI platforms and AI applications, like voice assistants and consumer robots that are revolutionizing how people interact with technology and the way technology interacts with the world.

As we move from the era of web services and apps to an era of AI-based systems, AI is becoming pervasive in all computing applications. Autonomous driving is changing how we use cars. Smartphones are becoming more intuitive and proactive. Radical new business models are set to change our lives in ways we can’t imagine.

Through innovations in AI, ML, and deep learning technology, Arm is enabling this new era.

One AI Platform for All Applications

Arm’s Project Trillium is driving the AI revolution, redefining device capabilities through a thriving design and development ecosystem that has extended its reach from smartphone CPU design and app development to ML.

Project Trillium provides flexible support for ML workloads across all programmable Arm IP as well as partner IP with a new class of ultra-efficient processors and highly optimized software, including:

Distributed Intelligence from Cloud to Edge

Distributed intelligence will eventually be in every part of the system, from the datacenter to the devices in our hands.

Arm’s common architecture supports diverse AI applications and their specific requirements everywhere they need to run: from highly capable cores and interconnects for mega compute power in the data center, to extremely power-efficient microcontrollers for AI algorithms in highly constrained, battery-powered edge devices, such as wearables and sensors.

The Arm Pelion IoT platform, combined with Arm’s new class of advanced and ultra-efficient machine learning processors, is transforming the IoT into a global network of securely managed devices woven into the fabric of our digital world.

Pelion supports machine learning in IoT by enabling the capture of metadata generated by IoT devices and their environment. ML engines process metadata from several areas - connectivity, operating systems, and applications - to detect cybersecurity threats, and optimize operations of the devices and the networks in which they operate.

AI at the Edge

Research Byte from GigaOm

With insights from Arm, Google and leading universities that focus on data science, GigaOm explores the requirements for artificial intelligence to deliver on its promise of improving our lives through the devices around us.

Looking to add machine learning to your device?

Smart Security for A Trillion Intelligent Devices

AI systems often operate in hazardous environments. Applications such as autonomous vehicles, healthcare, and robots require the highest levels of reliability and a fail-safe ability.

Yet security continues to present an unprecedented global challenge. Arm has responded to this challenge with the Platform Security Architecture (PSA), an architecture-agnostic framework for securing the next AI-infused one trillion connected devices, from endpoint to cloud.

Social Robot ElliQ Alleviates Loneliness Among Elderly

ElliQ is an engaging robotic companion that learns its owner’s behavior patterns to proactively suggest activities, play music, videos, and ebooks, and connect to family and friends through social media. Intuition Robotics uses Qualcomm Snapdragon 820 SoC built on Arm Cortex technology, with machine learning functionality.

Amiko develops AI-powered sensors as add-ons to standard inhalers to improve asthma treatment. These smart sensors must be low-powered, scalable, and cost-efficient to work with a patient-facing app on a connected platform.

Project Trillium

A new class of ultra-efficient processors and highly optimized software. Designed for unmatched versatility and scalability, Project Trillium is enabling a new era of ultra-efficient machine learning (ML) inference.

Arm NN

Arm NN bridges the gap between existing NN frameworks and the underlying IP. It enables efficient translation of existing neural network frameworks, such as TensorFlow and Caffe, allowing them to run efficiently – without modification – across Arm Cortex-A CPUs, and Arm Mali GPUs and the Arm Machine Learning processor.

Partners

An Ecosystem of Trust

Arm is at the epicenter of the world’s largest compute ecosystem. Our vast community of software, tools, and service partners support and enable the use of our technology across markets and applications.

Arm Account

Content not available

Important Information for the Arm website. This site uses cookies to store information on your computer. By continuing to use our site, you consent to our cookies. If you are not happy with the use of these cookies, please review our Cookie Policy to learn how they can be disabled. By disabling cookies, some features of the site will not work.